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Erschienen in: BMC Psychiatry 1/2023

Open Access 01.12.2023 | Research

Psychometric properties of an Arabic translation of the short 9-item drive for muscularity scale (DMS-9)

verfasst von: Feten Fekih-Romdhane, Diana Malaeb, Mariam Dabbous, Rabih Hallit, Sahar Obeid, Souheil Hallit

Erschienen in: BMC Psychiatry | Ausgabe 1/2023

Abstract

Background

After the original 15-item Drive for Muscularity Scale developed by McCreary et al. in 2004, a more theoretically based scale that replicates the original DMS subscales with a better conceptual clarity and a shorter number of items, i.e., the DMS-9, has recently been developed by Chaba et al. in 2018. We sought to contribute to the literature especially under the Arab context, by investigating the psychometric properties of an Arabic translation of the DMS-9 in a sample of Arabic-speaking Lebanese university students of both genders.

Methods

University students (N = 402; 55.2% females) from multiple universities in Lebanon were invited to fill the survey in this cross-sectional designed study (December 2022 and January 2023). Our sample was chosen using the snowball technique; a soft copy of the questionnaire was created using google forms software, and an online approach was conceived to proceed with the data collection.

Results

Using an Exploratory Factor Analysis-to- Confirmatory Factor Analysis strategy, we found that the original two-factor model of the DMS proposed in the parent study was adequately replicated in our sample. The two DMS-9 factor scores showed very good McDonald’s omega values (ω > 0.8). Findings also showed that gender invariance was achieved at the configural, metric, and scalar levels. Additionally, drive for muscularity scores correlated in the expected way with other study variables, providing support for the convergent and divergent validity of the Arabic DMS-9. Specifically, we found that greater drive for muscularity attitudes and behaviors significantly correlated with more severe muscle dysmorphic symptoms, inappropriate eating attitudes, muscle bias internalization, and lower body appreciation.

Conclusion

Findings preliminarily suggest that the Arabic DMS-9 is psychometrically sound and suitable tool to assess the drive for muscularity construct among Arabic-speaking community adults. Making the Arabic DMS-9 available will hopefully benefit the scientific community working in Arab settings, promote local and international research in this area, and offer descriptive data on how drive for muscularity may interfere with health indicators in the general Arab population.
Hinweise
Sahar Obeid and Souheil Hallit are last coauthors.

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Introduction

Drive for muscularity is defined as a desire to develop a visible muscular physique by both increasing muscle mass and decreasing body fat, in order to achieve a muscular upper body and a narrow waist [13]. Striving to attain a muscular ideal body gets affected individuals to highly engage in appearance-related cognitions and various muscularity-building behaviors [46]. Men who desire valorized musculatures are at risk to develop multiple psychological and physical health consequences. More specifically, drive for muscularity was found to relate to depression, anxiety, decreased self-esteem, and substance use intentions [5, 7, 8]. Men driven to achieve an idealized muscular body are also more prone to use steroids [7], to report exercise dependence [9], disordered eating [10] and bulimic symptoms [10, 11]. All these negative consequences highlight the crucial necessity for adequate management of drive for muscularity. Drive for muscularity can be successfully managed and treated when properly captured and timely diagnosed [12]. However, there is some evidence to suggest that muscularity-oriented disordered eating and body image in males are still largely misunderstood by clinicians, underdiagnosed and undertreated [13]. These problems remain also underreported by males, partly because of stigma and shame attached to them [14]; which often lead to reluctance to seek help and substantial delays to care [15, 16]. Hence, early screening and assessment for drive for muscularity is of great importance, as it could be the key to detect the problem as early as possible and successfully manage it before symptoms become disabling.
No gold-standard measure of the drive for muscularity exists [17]. Several measures exist to evaluate the drive for muscularity construct, such as the Drive for Muscularity Attitudes Questionnaire (DMAQ; [18]), the Swansea Muscularity Attitudes Questionnaire (SMAQ; [19]), and the Drive for Muscularity Scale (DMS; [20]). In this study, we chose to validate the Arabic version of the DMS, given that it is the most commonly used measure to assess drive for muscularity (70% of studies [21]). The DMS is a self-report measure composed of 15 items that are rated on a 6-point Likert-type scale (from 1 “always” to 6 “never”). The original developers obtained a structure of two factors, each one composed of 7 items (i.e., Muscularity Body Dissatisfaction and Muscularity Behaviors) in a sample of North American men [22]. The Muscularity Body Dissatisfaction subscale reflects one’s “attitudes” toward muscle-oriented body image, while the Muscularity Behaviors subscale reflects engaging in “behaviors” that promote a gain in muscle mass [22]. One item (#10: “I think about taking anabolic steroids”) was found to have very little variability and was omitted from the subscale calculations [22]. Higher total scores are indicative of more pronounced attitudes and behaviors of drive for muscularity. With regard to the DMS factor structure, the same study by McCreary et al. (2004) [22] has shown that, for men, researchers can compute separate attitude and behavioral subscale scores and an overall DMS score. However, for women, only the overall DMS score can be computed.
Since its development, the DMS has been translated in different languages and adapted to different countries and languages, including Spanish [23, 24], Italian [25], German [26], Portuguese [27], Romanian [28], Turkish [29], Persian [30], Lithuanian [31], Malay [32], Brazilian [33], and Chinese [34]. The DMS has also been validated in various populations, including university students men [20, 28], young adult women [35], sexual minority men and women [36, 37], weightlifters [38], and bodybuilders [30]. All these versions provided empirical support to the good psychometric characteristics of the DMS, by showing an adequate internal consistency (Cronbach’s alpha > 0.70) and confirming its original 2-factor structure (attitudes and behaviors) [39]. It is of note, however, that the vast majority of evidence was originated from exclusively men samples [39]. The very limited attempts to validate the measure in women samples (e.g., [22, 40, 41]) failed to support the factor model suggested in the parent version and consistently described in men; thus questioning the factorial validity of the scale and its invariance across gender groups. Other psychometric characteristics have also been supported, including test–retest reliability [3, 26, 31], and good convergent validity as evidenced through significant correlations with other relevant constructs (e.g., body image dissatisfaction [23, 42], self-esteem [1, 20, 31, 32], muscle discrepancy [32], BMI [31, 32], disordered eating attitudes/behaviors [1, 20, 31], and psychological distress [1, 38]).
Although the 15-item DMS has been widely validated and extensively used in diverse research and clinical settings, and the findings that it relates to different relevant constructs (e.g., socio-demographic variables, drive for thinness, drive for leanness) [3], this original version was not theoretically driven [43]. Indeed, despite attempts to conceptualize the scale on two separate dimensions, there is a lack of clarity surrounding this conceptualization. For instance, the Muscularity Attitudes subscale includes items referring to various theoretical constructs, such as self-efficacy (e.g., “I think that I would feel stronger if I gained a little more muscle mass”) or subjective norms/social approval (e.g., “Other people think I work out with weights too often”). To fill these gaps, Chaba et al. [43] sought to establish a more theoretically based scale that replicates the original DMS subscales with a better conceptual clarity and a shorter number of items. To this end, they developed a preliminary version based on both the literature on the drive for muscularity and the first version of the DMS, and investigated its factor structure with principal component analysis in a sample of 114 male athletes [43]. This has led to a nine-item scale that demonstrated good psychometric properties using series of structural hypothetical modelisation in another sample of 129 male athletes [43]. The short 9-item DMS (DMS-9) was therefore shown to be conceptualized on two theoretical factors, Muscularity Body Dissatisfaction and Muscularity Behaviors [43]. Given that this new version of the scale is theoretically sounder, it has the potential to offer a clearer approach to understanding the drive for muscularity construct. In addition, due to its shortness, the DMS-9 allows for easier use, shorter administration time, less respondents’ burden and lower cost compared to the original form.

Rationale of the present study

To date, no Arabic validation of the DMS exists to the best of our knowledge. Although research on disordered eating and body image disturbances has been widely developed in the Western world, the generalized globalization and westernization contributed to a rise in prevalence rates of these manifestations in people from non-Western cultures even exceeding those seen in Western people [44, 45]. Research has, for example, documented a growing prevalence of maladaptive eating-related attitudes and behaviors in the Arab world [46, 47]. Despite this evidence, little attention has been devoted so far to this topic in Arab countries; which is partly due to a lack of sensitive measures to detect manifestations of muscularity-oriented nature in Arabic-speaking populations [48]. Available instruments in the Arabic language are rather thinness-focused, such as the Eating Attitude Test [49, 50], the Eating disorder examination questionnaire [51, 52], the Inflexible Eating Questionnaire (IEQ) [53], the Nine Item Avoidant/Restrictive Food Intake Disorder Screen (NIAS) [54], the Intuitive Eating Scale [55], and the Eating Disorder Inventory [56, 57]. The only muscularity-specific measure that has recently been validated in Arabic is the Muscle Dysmorphic Disorder Inventory [58]. In addition, studies on body dissatisfaction involving Arab men samples are scarce, with a great majority of research having been performed among women [59], and having used “non-validated assessment tools” [60]. This emphasizes the strong need for providing valid and reliable measures to assess muscularity-oriented body dissatisfaction for the Arabic-speaking population.
Through the present study, we sought to contribute to the literature especially under the Arab context, by investigating the psychometric properties of an Arabic translation of the short 9-item DMS in a sample of Arabic-speaking Lebanese university students of both genders. As mentioned above, we chose the DMS-9 because of its better conceptual clarity and good psychometric qualities [43]. Besides, this version offers potential advantages of reducing the administration time, burden, and costs. We hypothesized that the Arabic version of the DMS-9 would show good internal consistency and retain the parent two-factor structure. We also expected that the Arabic DMS’s convergent validity would be established by demonstrating theoretically coherent patterns of correlations with muscle bias internalization, muscle dysmorphic disorder, body appreciation, and disordered eating symptoms.

Methods

Participants

University students (N = 402; 55.2% females) from multiple universities in Lebanon filled the survey. Participants had a mean age of 24.46 years (SD = 6.60), ranging from 18 to 60 years and had a mean self-reported body mass index (BMI) 23.68 kg/m2 (SD = 4.12), ranging from 14.52 to 50.78 kg/m2. Most participants had a university level of education (88.8%).
Other sample characteristics are displayed in Table 1.
Table 1
Sociodemographic characteristics of the participants
Variable
First split-half subsample
(n = 201)
Second split-half subsample
(n = 201)
χ2 / t
p
Gender
  
0.362
0.547
Male
87 (48.3%)
93 (51.7%)
  
Female
114 (51.4%)
108 (48.6%)
  
Marital status
  
1.770
0.183
Single
162 (48.5%)
172 (51.5%)
  
Married
39 (57.4%)
29 (42.6%)
  
Education
  
0.225
0.635
Secondary or less
24 (53.3%)
21 (46.7%)
  
University
177 (49.6%)
180 (50.4%)
  
 
Mean ± SD
Mean ± SD
  
Age (in years)
25.02 ± 6.83
23.90 ± 6.33
1.711
0.088
Household crowding index
1.14 ± 0.52
1.13 ± 0.48
0.114
0.909
Physical activity
25.91 ± 18.90
25.23 ± 20.44
0.345
0.731

Study design

Our sample was chosen using the snowball technique; a soft copy of the questionnaire was created using google forms software, and an online approach was conceived to proceed with the data collection (December 2022 and January 2023). The study’s main aims and goals, in addition to instructions for filling the questionnaire, were conveyed online for the participants, prior to their participation. Later, initial participants were asked to recruit other participants they know, preferably as diverse as possible regarding place of habitat within the Lebanese governorates. The questionnaire was anonymous and took between 15 and 20 min to complete. There were no credits received for participation. Inclusion criteria for participation included being of a resident and citizen of Lebanon of adult age. The “remove duplicates” option in excel ensured that the same answers were not submitted more than once. After providing digital informed consent, participants were asked to complete the instruments described below, which were presented in a pre-randomized order to control for order effects.

Measures

Drive for muscularity scale (DMS-9)

The short form of the DMS-9 scale (9 items) was used in this study [43]. Participants indicate how each item reflects their own attitudes and behaviors on a 6-point Likert type scale ranging from 1 (not at all) to 6 (absolutely). Higher scores reflect greater drive for muscularity.

Muscle bias internalization scale (MBIS)

This scale is composed of 14 items scored on a 7-point Likert Scale (“1 = Strongly disagree to ‘7 = Strongly agree”; score range 14–68). Higher scores indicate higher levels of muscularity bias internalization [61]. This scale was recently validated in Arabic [62]. McDonald’s ω was .96 in the total sample.

Body appreciation scale-2 (BAS-2)

Validated in Arabic [63, 64], this 10-item instrument assesses acceptance of one’s body, respect and care for one’s body, and protection of one’s body from unrealistic beauty standards. All items were rated on a 5-point scale, ranging from 1 (never) to 5 (always) (score range 10–50) [42]. Higher scores on this scale reflect greater body appreciation. McDonald’s ω was 0.97 in the total sample.

Eating attitudes test-7 (EAT-7)

Participants were asked to complete the EAT-7, which has recently been validated in Arabic [65]. This 7-item scale measures symptoms and concerns characteristic of eating disorders. All items were rated on a 6-point scale, ranging from 0 (never) to 3 (always) (score range 0–21). Higher total scores reflect greater disordered eating attitudes. In the present study, McDonald’s ω was 0.80 in the total sample.

Muscle dysmorphic disorder inventory (Ar-MDDI)

Validated in the Arabic language [66], this scale is composed of 13 items, scored on a five-point Likert-type scale (0 = never to 4 = always) (score range 0–42) [67]. In the present study, McDonald’s ω was 0.88 in the total sample.

Demographics

Participants were asked to provide their demographic details consisting of age, gender, marital status, highest education level, self-reported height and weight to calculate the BMI, household crowding index (calculated by dividing the number of persons by that of the rooms in the house; [68]) and physical activity (calculated by multiplying the exercise strength by intensity by duration [69]).

Translation procedure

The DMS scale was translated to the official Arabic language, which is written and spoken across the Middle East and North Africa (MENA). The translation was performed with the purpose of achieving semantic equivalence between measures in their original and Arabic versions following international norms and recommendations [70]. To this end, the forward-backward translation approach was used. The English version was translated to Arabic by a Lebanese translator who was completely unrelated to the study. Afterwards, a Lebanese psychologist with a full working proficiency in English, translated the Arabic version back to English. The translation team ensured that any literal and/or specific translation was balanced. The initial and translated English versions were compared to detect/eliminate any inconsistencies and guarantee the accuracy of the translation by a committee of experts composed of the research team and the two translators [71]. An adaptation of the measure to the Arab context was performed, and sought to determine any misunderstanding of the items wording as well as the ease of items interpretation; and, therefore, ensure the conceptual equivalence of the original and Arabic scales in both contexts [72]. After the translation and adaptation of the scale, a pilot study was done on 20 participants to ensure all questions were well understood; no changes were applied after the pilot study.

Analytic strategy

Data treatment

There were no missing responses in the dataset. To examine the factor structure of the DMS, we tested the original models proposed by McCreary et al. [22] (i.e. one- and two-factor structure in males and one-factor structure in females of the DMS-15), if divergent, we aimed at applying the EFA-to-CFA strategy of the DMS-9 [73]. To ensure adequate sample sizes for both EFA and CFA (i.e., n = 201 for EFA and CFA), we split the main sample using an SPSS computer-generated random technique; sample characteristics of the two split-halves are reported in Table 1. No significant differences were seen between the two subsamples in terms of all characteristics.

Exploratory factor analysis

A minimum of ten participants per scale item (i.e. 90 participants in our case) was needed to perform the EFA according to Comrey and Lee [74]. EFA was conducted via the FACTOR program using a principal-axis EFA with the first split-half subsample [75, 76]. We verified all requirements related to item-communality [77], average item correlations, and item-total correlations [78]. The Kaiser-Meyer-Olkin (KMO) measure of sampling adequacy (which should ideally be ≥ 0.80) and Bartlett’s test of sphericity (which should be significant) ensured the adequacy of our sample [79]. A preliminary analysis of the items was conducted using the Measure of Sampling Adequacy (MSA) at the item level [80], and (b) the Anti-Image Correlation (CAI) [81]. The MSA is a standardized index ranging from 0 to 1, with values below 0.50 considered unacceptable and leading to item elimination [80]. On the other hand, the Expected Residual correlation direct Change (EREC) index was used to assess the residual correlation between two items after removing the influence of all definable common factors in the dataset, hence, they should all be approximately 0. Item pairs with high-shared correlation are referred to as doublets. It is recommended to especially remove items that appear repeatedly in different doublets [82]. The procedure for determining the number of factors to extract was parallel analysis (PA; [83] using the polychoric correlation matrix since we had ordinal data. Weighted Root Mean Square Residual (WRMR) was also calculated to assess the model fit (values < 1 have been recommended to represent good fit; [84]. Item retention was based on the recommendation that items with “fair” loadings and above (i.e., ≥ 0.33).

Confirmatory factor analysis

CFA was conducted via the SPSS AMOS v.29 software using the maximum Likelihood estimation. The minimum sample size to conduct a CFA ranges from 3 to 20 times the number of the scale’s variables [85]. Therefore, we assumed a minimum sample of 27–180 participants needed to have enough statistical power, which was fulfilled in our second subsample. The absence of multicollinearity was verified through tolerance values > 0.2 and variance inflation factor (VIF) values < 5. Multivariate normality was not verified at first (critical ratio > 5); therefore we performed non-parametric bootstrapping procedure (only option available in AMOS). Following the guidelines in Hu and Benlter [86], the following model fit indicators were used, the normed model chi-square χ²/df (values ≤ 3 indicate good fit), the Comparative Fit Index (CFI; values close to or greater than 0.95 = good fit), the Tucker-Lewis index (TLI; values close to or greater than 0.95 = good fit), and Standardized Root Mean Square Residual (SRMR; values close to or less than 0.05 = good fit, and values between 0.06 and 0.10 = acceptable fit), the Steiger-Lind root mean square error of approximation (RMSEA) (values ≤ 0.08 reflect good fit). However, these cut-off values should not be interpreted rigidly (Heene, Hilbert, Draxler, Ziegler, & Bühner, 2011; Perry, Nicholls, Clough, & Crust, 2015) as values 0.08 to 0.10 for RMSEA can indicate acceptable but mediocre fit to the data (Hooper, Couglan, & Mullen, 2008; MacCallum, Browne, & Sugawara, 1996).

Gender invariance

To examine gender invariance of DMS-9 scores, we conducted multi-group CFA [87] using SPSS AMOS v.29 software on the second split-half subsample. Measurement invariance was assessed at the configural, metric, and scalar levels [88]. Proof of invariance was estimated if ΔCFI ≤ 0.010 and ΔRMSEA ≤ 0.015 or ΔSRMR ≤ 0.010 [87, 89].

Reliability analyses and concurrent validity

Composite reliability in both subsamples was assessed using McDonald’s ω, with values greater than 0.70 reflecting adequate composite reliability [90]. To assess convergent and criterion-related validity, we examined bivariate correlations between DMS scores and all scales included in the survey using the total sample. All scores had normal distribution, as identified by skewness and kurtosis values varying between − 1 and + 1 [91]; therefore, Student t test was used to compare two means and Pearson correlation test was used to correlate two scores. Based on [92], values ≤ 0.10 were considered weak, ~ 0.30 were considered moderate, and ~ 0.50 were considered strong correlations.

Results

Testing of the original DMS scale structure

The fit indices of the one- and two-factor structure of the DMS-15 conducted in males and one-factor structure in females did not show appropriate fit (Table 2).
Table 2
Standardized Estimates of Factor Loadings from the Confirmatory Factor Analysis (CFA) in the Second Split-Half Subsample
Group
SRMR
χ²/df
TLI
CFI
RMSEA [90% CI]
Males 1 factor
0.124
871.15/77 = 11.31
0.558
0.626
0.240
[0.226, 0.255]
Males 2 factors
0.131
467.59/76 = 6.15
0.779
0.815
0.170
[0.155, 0.185]
Females 1 factor
0.103
842.35/77 = 10.94
0.669
0.720
0.212
[0.199, 0.225]
Note. CFI = Comparative fit index; RMSEA = Steiger-Lind root mean square error of approximation; SRMR = Standardised root mean square residual
Consequently, we decided to conduct the EFA-CFA strategy to the DMS-9 items.
Exploratory factor analysis
Bartlett’s test of sphericity, χ2(36) = 1941.4, p < .001, and KMO (0.865) indicated that the DMS items had adequate common variance for factor analysis. None of the items had an MSA value < 0.5 and none of the items appeared repeatedly in different doublets; therefore, all items were kept in the analysis. The results of the EFA revealed two factors, which explained 81.44% of the common variance (item-factor loadings ≥ 0.62). The WRMR value was also adequate (= 0.077; 95% CI 0.050-0.101), indicating good fit of the model.

Confirmatory factor analyses

The fit indices of the two-factor model of the DMS-9 scale [43] showed good results as follows: χ2/df = 67.73/26 = 2.61, TLI = 0.963, CFI = 0.973, SRMR = 0.068 and RMSEA = 0.090 [90% CI 0.064-0.116]. The standardized loading factors of the DMS scale are summarized in Table 3.
Table 3
Items of the Drive for Muscularity Scale in English and Factor Loadings Derived from the Exploratory Factor Analyses (EFA) in the first split-half subsample and Standardized Estimates of Factor Loadings from the Confirmatory Factor Analysis (CFA) in the Second Split-Half Subsample
 
EFA
 
CFA
Item
Factor 1
Factor 2
Total
1. I wish that I were more muscular.
− 0.10
0.89
0.74
2. I use protein or energy supplements
0.97
− 0.06
0.93
3. I drink protein shakes to increase weight
0.97
− 0.07
0.98
4. I try to consume as many calories as I can in a day
0.81
0.05
0.72
5. I feel guilty if I miss a weight training session
0.90
− 0.01
0.77
6. I think about taking anabolic steroids
0.70
0.19
0.71
7. I think that my arms are not muscular enough
0.06
0.92
0.92
8. I think that my chest is not muscular enough
0.11
0.89
0.90
9. I think that my legs are not muscular enough
− 0.02
0.95
0.92
Note: Factor 1 = Muscularity Behaviors; Factor 2 = Muscularity body Dissatisfaction

Internal consistency

McDonald’s omega values were 0.90 for Factor 1 (Muscularity Behaviors) and 0.92 for Factor 2 (Muscularity body Dissatisfaction).

Measurement invariance

The fit indices in Table 4 suggest measurement invariance of the DMS-9 scores across genders. Higher mean Muscularity behaviors and Muscularity body dissatisfaction scores were significantly found in males compared to females (12.21 ± 5.43 vs. 9.73 ± 5.08; p = .001 and 11.69 ± 6.50 vs. 9.54 ± 5.80; p = .015) respectively.
Table 4
Measurement Invariance Across Gender in the Second Split-Half Subsample
Model
χ²
df
CFI
RMSEA
SRMR
Model Comparison
Δχ²
ΔCFI
ΔRMSEA
ΔSRMR
Δdf
p
Configural
127.77
56
.954
.080
.151
       
Metric
148.81
63
.945
.083
.125
Configural vs metric
21.04
.009
.003
.026
7
.003
Scalar
164.53
70
.940
.082
.125
Metric vs scalar
15.72
.005
.001
< .001
7
.027
Note. CFI = Comparative fit index; RMSEA = Steiger-Lind root mean square error of approximation; SRMR = Standardised root mean square residual

Convergent and divergent validity

Higher Muscularity behaviors and Muscularity body dissatisfaction scores were significantly associated with more muscle bias internalization, muscle dysmorphic disorder and inappropriate eating attitudes, and lower body appreciation (Table 5).
Table 5
Correlation of continuous variables
 
1
2
3
4
5
6
1. DMS-9 Muscularity behaviors
1
     
2. DMS-9 Muscularity body dissatisfaction
0.54***
1
    
3. Muscle bias internalization
0.52***
0.52***
1
   
4. Muscle dysmorphic disorder
0.55***
0.65***
0.51***
1
  
5. Body appreciation
− 0.19***
− 0.24***
− 0.30***
− 0.38***
1
 
6. Eating attitude test
0.17**
0.17**
0.14**
0.24***
− 0.004
1
MDDI = Muscle Dysmorphic Disorder Inventory; DMS-9 = Drive for masculinity scale-9

Discussion

The present study was conducted with the aim of making available an Arabic psychometrically sound measure to assess drive for muscularity, i.e. the short 9-item DMS. The Arabic version was found to have excellent psychometric properties in terms of factorial structure, internal consistency, gender invariance, and convergent/divergent validity. These findings preliminarily suggest that the Arabic DMS is a simple, easy to use, and economic self-report scale for the reliable and valid assessment of drive for muscularity among Arabic-speaking community people.
Using an EFA-to-CFA strategy as recommended in the literature [73], we found that the original two-factor model of the DMS proposed in the parent study [22] was adequately replicated in our sample; suggesting that this structure is appropriate for the Arabic-speaking population. In agreement with our findings, most of the linguistic validations of the DMS confirmed the originally proposed two-factor structure, including the Spanish [20], German [26], Malay [32], and Mexican versions [24]. Nevertheless, findings on factorial validity of the DMS seem to be conflicting. Some studies, indeed, failed to support this model; and rather recommended the use of the general scale (e.g., [31]). Other researchers attempted to test a hypothesized three-factor model (e.g., [24, 27]). Other translation studies demonstrated the good internal consistency of the DMS but omitted to explore its factor structure (e.g., Swedish [93] Icelandic [94], French [95]). Finally, and as previously mentioned, evidence for the two-factor model mainly derived from men samples [39]; while those involving women did not confirm this model (e.g., [22, 40, 41]).
The two DMS-9 factor scores showed very good McDonald’s omega values (ω > 0.8), higher than the 0.70 threshold value of good internal consistency suggested by previous researchers [96, 97], thus suggesting that the present Arabic version of the DMS appears to offer a reliable measure of drive for muscularity manifestations. These findings are consistent with the original validation of the short 9-item DMS, which revealed a Cronbach’s alphas for the Muscularity Behaviors and the Muscularity Body Dissatisfaction subscales of 0.88 and 0.87, respectively [43]. Overall, the present results corroborate previous evidence that the DMS is consistently reliable [39]. Beyond reliability, our study is among the first to examine measurement invariance of the DMS across men and women, in a relatively proportionate sample of adults according to gender (51.4% women in the first sample and 48.6% women in the second sample). Despite evidence showing that drive for muscularity could manifest among females [98100], gender-related aspects with regard to this entity have long been neglected. This has led Kling et al. [39] to call in their systematic review for future studies extending investigations of the construct beyond men samples, and examining cross-gender invariance of the DMS. Findings showed that gender invariance was achieved at the configural, metric, and scalar levels. These findings suggest that items are interpreted by, and applicable to men and women in the same manner; thus allowing for valid gender comparisons in future research. Additional studies are warranted to replicate and confirm these findings.
Finally, DMS-9 scores correlated in the expected way with other study variables, providing support for the convergent and divergent validity of the Arabic version of the scale. Specifically, we found that greater drive for muscularity attitudes and behaviors significantly correlated with more severe muscle dysmorphic symptoms, inappropriate eating attitudes, muscle bias internalization, and lower body appreciation. These results align with previous evidence. Similar evidence for validity of the DMS-9 through the same patterns of correlations with these variables has previously been reported in other validation studies (e.g., disordered eating attitudes/behaviors [1, 20, 31], body image dissatisfaction [23, 42, 43], muscle dysmorphic disorder [33, 101]). These data further highlight the clinical relevance of the drive for muscularity construct, and suggests that efforts to help people address this issue may be beneficial for their health and well-being [5].

Limitations

Some limitations should be acknowledged. First, our data were collected following convenience sampling and a web-based survey; which might limit the generalization of our conclusions. Information is present in all cross-sectional studies. We could not verify if a participant took the survey more than once. Moreover, linguistic invariance was not studied; the scale should be tested for being valid and reliable to use in other Arab countries due to the complexity of the Arabic language and its vernacular forms. More validation studies still need to confirm the robustness of the Arabic DMS-9 in specific groups (such as Arabic-speaking athletes, bodybuilder and sexual minority individuals). In addition, future cross-national validations in samples from different Arab countries are required to provide support to the cross-cultural validity of the scale. Finally, other important psychometric properties have not been addressed in this paper (e.g., test-retest reliability, construct validity) and should be verified in future research.

Conclusion

Through this study, we provide a brief, valid, economic and useful tool to evaluate drive for muscularity in Arabic-speaking men and women. Making the Arabic DMS-9 available will hopefully benefit the scientific community working in Arab settings, promote local and international research in this area, and offer descriptive data on how drive for muscularity may interfere with health indicators in the general Arab population.

Acknowledgements

The authors would like to thank all participants.

Declarations

Ethics approval for this study was obtained from the ethics committee of the School of Pharmacy at the Lebanese University (approval code: 2022RC-056-LIUSOP). A written informed consent was considered obtained from each participant when submitting the online form. All methods were performed in accordance with the relevant guidelines and regulations (Declaration of Helsinki).
Not applicable.

Competing interests

The authors have nothing to disclose.
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Literatur
1.
Zurück zum Zitat McCreary DR, Sasse DK. An exploration of the drive for muscularity in adolescent boys and girls. J Am Coll Health. 2000;48(6):297–304.PubMed McCreary DR, Sasse DK. An exploration of the drive for muscularity in adolescent boys and girls. J Am Coll Health. 2000;48(6):297–304.PubMed
2.
Zurück zum Zitat Tod D, Edwards C. Relationships among muscle dysmorphia characteristics, body image quality of life, and coping in males. J Sci Med Sport. 2015;18(5):585–9.PubMed Tod D, Edwards C. Relationships among muscle dysmorphia characteristics, body image quality of life, and coping in males. J Sci Med Sport. 2015;18(5):585–9.PubMed
3.
Zurück zum Zitat Tod D, Morrison TG, Edwards C. Evaluating validity and test-retest reliability in four drive for muscularity questionnaires. Body Image. 2012;9(3):425–8.PubMed Tod D, Morrison TG, Edwards C. Evaluating validity and test-retest reliability in four drive for muscularity questionnaires. Body Image. 2012;9(3):425–8.PubMed
4.
Zurück zum Zitat Tylka TL. Refinement of the tripartite influence model for men: dual body image pathways to body change behaviors. Body Image. 2011;8(3):199–207.PubMed Tylka TL. Refinement of the tripartite influence model for men: dual body image pathways to body change behaviors. Body Image. 2011;8(3):199–207.PubMed
5.
Zurück zum Zitat Edwards C, Tod D, Molnar G. A systematic review of the drive for muscularity research area. Int Rev Sport Exerc Psychol. 2014;7(1):18–41. Edwards C, Tod D, Molnar G. A systematic review of the drive for muscularity research area. Int Rev Sport Exerc Psychol. 2014;7(1):18–41.
6.
Zurück zum Zitat Morrison TG, Morrison MA, McCann L. Striving for bodily perfection? An overview of the drive for muscularity 2006. Morrison TG, Morrison MA, McCann L. Striving for bodily perfection? An overview of the drive for muscularity 2006.
7.
Zurück zum Zitat Parent MC, Moradi B. His biceps become him: a test of objectification theory’s application to drive for muscularity and propensity for steroid use in college men. J Couns Psychol. 2011;58(2):246–56.PubMed Parent MC, Moradi B. His biceps become him: a test of objectification theory’s application to drive for muscularity and propensity for steroid use in college men. J Couns Psychol. 2011;58(2):246–56.PubMed
8.
Zurück zum Zitat Bergeron D, Tylka TL. Support for the uniqueness of body dissatisfaction from drive for muscularity among men. Body Image. 2007;4(3):288–95.PubMed Bergeron D, Tylka TL. Support for the uniqueness of body dissatisfaction from drive for muscularity among men. Body Image. 2007;4(3):288–95.PubMed
9.
Zurück zum Zitat Hale BD, et al. Exercise dependence and the drive for muscularity in male bodybuilders, power lifters, and fitness lifters. Body Image. 2010;7(3):234–9.PubMed Hale BD, et al. Exercise dependence and the drive for muscularity in male bodybuilders, power lifters, and fitness lifters. Body Image. 2010;7(3):234–9.PubMed
10.
Zurück zum Zitat Brennan DJ, Craig SL, Thompson DE. Factors associated with a drive for muscularity among gay and bisexual men. Cult Health Sex. 2012;14(1):1–15.PubMed Brennan DJ, Craig SL, Thompson DE. Factors associated with a drive for muscularity among gay and bisexual men. Cult Health Sex. 2012;14(1):1–15.PubMed
11.
Zurück zum Zitat Pritchard ME. Do body image investment and evaluation relate to bulimic symptoms in US collegiate men and women in the same way? Psychol Men Masculinity. 2014;15(2):163. Pritchard ME. Do body image investment and evaluation relate to bulimic symptoms in US collegiate men and women in the same way? Psychol Men Masculinity. 2014;15(2):163.
12.
Zurück zum Zitat Lowes J, Tiggemann M. Body dissatisfaction, dieting awareness and the impact of parental influence in young children. Br J Health Psychol. 2003;8(Pt 2):135–47.PubMed Lowes J, Tiggemann M. Body dissatisfaction, dieting awareness and the impact of parental influence in young children. Br J Health Psychol. 2003;8(Pt 2):135–47.PubMed
13.
Zurück zum Zitat Strother E, et al. Eating disorders in men: underdiagnosed, undertreated, and misunderstood. Eat Disord. 2012;20(5):346–55.PubMedPubMedCentral Strother E, et al. Eating disorders in men: underdiagnosed, undertreated, and misunderstood. Eat Disord. 2012;20(5):346–55.PubMedPubMedCentral
14.
Zurück zum Zitat Shepherd CB, Rickard KM. Drive for muscularity and help-seeking: the mediational role of gender role conflict, self-stigma, and attitudes. Volume 13. Psychology of Men & Masculinity; 2012;379. 4. Shepherd CB, Rickard KM. Drive for muscularity and help-seeking: the mediational role of gender role conflict, self-stigma, and attitudes. Volume 13. Psychology of Men & Masculinity; 2012;379. 4.
15.
Zurück zum Zitat Griffiths S, et al. Self-stigma of seeking treatment and being male predict an increased likelihood of having an undiagnosed eating disorder. Int J Eat Disord. 2015;48(6):775–8.PubMed Griffiths S, et al. Self-stigma of seeking treatment and being male predict an increased likelihood of having an undiagnosed eating disorder. Int J Eat Disord. 2015;48(6):775–8.PubMed
16.
Zurück zum Zitat Striegel-Moore RH, et al. One‐year use and cost of inpatient and outpatient services among female and male patients with an eating disorder: evidence from a national database of health insurance claims. Int J Eat Disord. 2000;27(4):381–9.PubMed Striegel-Moore RH, et al. One‐year use and cost of inpatient and outpatient services among female and male patients with an eating disorder: evidence from a national database of health insurance claims. Int J Eat Disord. 2000;27(4):381–9.PubMed
17.
Zurück zum Zitat Edwards C, et al. Drive for muscularity, in the psychology of strength and conditioning. Routledge; 2013;148–72. Edwards C, et al. Drive for muscularity, in the psychology of strength and conditioning. Routledge; 2013;148–72.
18.
Zurück zum Zitat Morrison TG, et al. Muscle mania: development of a New Scale examining the drive for muscularity in canadian males. Volume 5. Psychology of Men & Masculinity; 2004;30. 1. Morrison TG, et al. Muscle mania: development of a New Scale examining the drive for muscularity in canadian males. Volume 5. Psychology of Men & Masculinity; 2004;30. 1.
19.
Zurück zum Zitat Edwards S, Launder C. Investigating muscularity concerns in male body image: development of the Swansea Muscularity Attitudes Questionnaire. Int J Eat Disord. 2000;28(1):120–4.PubMed Edwards S, Launder C. Investigating muscularity concerns in male body image: development of the Swansea Muscularity Attitudes Questionnaire. Int J Eat Disord. 2000;28(1):120–4.PubMed
20.
Zurück zum Zitat Compte EJ, et al. Confirmatory factor analysis of the drive for muscularity Scale-S (DMS-S) and male body attitudes Scale-S (MBAS-S) among male university students in Buenos Aires. Body Image. 2015;14:13–9.PubMed Compte EJ, et al. Confirmatory factor analysis of the drive for muscularity Scale-S (DMS-S) and male body attitudes Scale-S (MBAS-S) among male university students in Buenos Aires. Body Image. 2015;14:13–9.PubMed
21.
Zurück zum Zitat Tod D, Edwards C. Predicting drive for muscularity behavioural engagement from body image attitudes and emotions. Body Image. 2013;10(1):135–8.PubMed Tod D, Edwards C. Predicting drive for muscularity behavioural engagement from body image attitudes and emotions. Body Image. 2013;10(1):135–8.PubMed
22.
Zurück zum Zitat McCreary DR, et al. Measuring the drive for muscularity: factorial validity of the drive for muscularity scale in men and women. Volume 5. Psychology of men & masculinity; 2004;49. 1. McCreary DR, et al. Measuring the drive for muscularity: factorial validity of the drive for muscularity scale in men and women. Volume 5. Psychology of men & masculinity; 2004;49. 1.
23.
Zurück zum Zitat Sepulveda AR, et al. Validation of the spanish version of the drive for muscularity scale (DMS) among males: confirmatory factor analysis. Eat Behav. 2016;21:116–22.PubMed Sepulveda AR, et al. Validation of the spanish version of the drive for muscularity scale (DMS) among males: confirmatory factor analysis. Eat Behav. 2016;21:116–22.PubMed
24.
Zurück zum Zitat Escoto C, et al. Psychometric properties of the drive for Muscularity Scale in Mexican males. Eat Weight Disorders-Studies Anorexia Bulimia Obes. 2013;18:23–8. Escoto C, et al. Psychometric properties of the drive for Muscularity Scale in Mexican males. Eat Weight Disorders-Studies Anorexia Bulimia Obes. 2013;18:23–8.
25.
Zurück zum Zitat Nerini A, et al. Drive for muscularity and sexual orientation: psychometric properties of the italian version of the drive for muscularity scale (DMS) in straight and gay men. Psychol Men Masculinity. 2016;17(2):137. Nerini A, et al. Drive for muscularity and sexual orientation: psychometric properties of the italian version of the drive for muscularity scale (DMS) in straight and gay men. Psychol Men Masculinity. 2016;17(2):137.
26.
Zurück zum Zitat Waldorf M et al. „Ich wünschte, ich wäre muskulöser: Eine teststatistische Überprüfung der deutschsprachigen Fassung der Drive for Muscularity Scale (DMS). Diagnostica, 2014. Waldorf M et al. „Ich wünschte, ich wäre muskulöser: Eine teststatistische Überprüfung der deutschsprachigen Fassung der Drive for Muscularity Scale (DMS). Diagnostica, 2014.
27.
Zurück zum Zitat Campana ANNB, et al. An examination of the psychometric properties of brazilian portuguese translations of the drive for Muscularity Scale, the Swansea Muscularity Attitudes Questionnaire, and the Masculine Body Ideal Distress Scale. Volume 14. Psychology of Men & Masculinity; 2013;376. 4. Campana ANNB, et al. An examination of the psychometric properties of brazilian portuguese translations of the drive for Muscularity Scale, the Swansea Muscularity Attitudes Questionnaire, and the Masculine Body Ideal Distress Scale. Volume 14. Psychology of Men & Masculinity; 2013;376. 4.
28.
Zurück zum Zitat Swami V, et al. Factor structure and psychometric properties of a romanian translation of the drive for muscularity scale (DMS) in university men. Body Image. 2018;25:48–55.PubMed Swami V, et al. Factor structure and psychometric properties of a romanian translation of the drive for muscularity scale (DMS) in university men. Body Image. 2018;25:48–55.PubMed
29.
Zurück zum Zitat Selvi K, Bozo Ö, Özen. Turkish adaptation of the Drive for Muscularity Scale: A validity and reliability study 2019. Selvi K, Bozo Ö, Özen. Turkish adaptation of the Drive for Muscularity Scale: A validity and reliability study 2019.
30.
Zurück zum Zitat Molodi R, Nonahal S, Dadkhah A. Psychometric Properties of Persian Version of Drive for Muscularity Scale in Gorganian Body Builders. Psychol Methods Models. 2012;3(10/Winter 2013):15–26. Molodi R, Nonahal S, Dadkhah A. Psychometric Properties of Persian Version of Drive for Muscularity Scale in Gorganian Body Builders. Psychol Methods Models. 2012;3(10/Winter 2013):15–26.
31.
Zurück zum Zitat Bacevičienė M et al. Drive for muscularity in lithuanian male students: psychometrics and associated characteristics. Baltic J Sport Health Sci, 2020(1):20–7. Bacevičienė M et al. Drive for muscularity in lithuanian male students: psychometrics and associated characteristics. Baltic J Sport Health Sci, 2020(1):20–7.
32.
Zurück zum Zitat Swami V, et al. Psychometric properties of the drive for muscularity scale in malay men. Body Image. 2016;17:111–6.PubMed Swami V, et al. Psychometric properties of the drive for muscularity scale in malay men. Body Image. 2016;17:111–6.PubMed
33.
Zurück zum Zitat Santos CG et al. Psychometric evaluation of the drive for Muscularity Scale and the muscle dysmorphic disorder inventory among brazilian Cisgender Gay and Bisexual Adult Men. Int J Environ Res Public Health, 2023. 20(2). Santos CG et al. Psychometric evaluation of the drive for Muscularity Scale and the muscle dysmorphic disorder inventory among brazilian Cisgender Gay and Bisexual Adult Men. Int J Environ Res Public Health, 2023. 20(2).
34.
Zurück zum Zitat He J et al. The muscularity-oriented Eating Test, Drive for Muscularity Scale, and muscle dysmorphic disorder inventory among chinese men: confirmatory factor analyses. Int J Environ Res Public Health, 2021. 18(21). He J et al. The muscularity-oriented Eating Test, Drive for Muscularity Scale, and muscle dysmorphic disorder inventory among chinese men: confirmatory factor analyses. Int J Environ Res Public Health, 2021. 18(21).
35.
Zurück zum Zitat de Carvalho PHB, et al. Is the drive for Muscularity Scale a valid and reliable instrument for young adult women? Body Image. 2019;29:1–5.PubMed de Carvalho PHB, et al. Is the drive for Muscularity Scale a valid and reliable instrument for young adult women? Body Image. 2019;29:1–5.PubMed
36.
Zurück zum Zitat DeBlaere C, Brewster ME. A confirmation of the drive for Muscularity Scale with sexual minority men. Psychol Sex Orientat Gend Divers. 2017;4(2):227. DeBlaere C, Brewster ME. A confirmation of the drive for Muscularity Scale with sexual minority men. Psychol Sex Orientat Gend Divers. 2017;4(2):227.
37.
Zurück zum Zitat Klimek P, et al. Confirmatory factor and measurement invariance analyses of the drive for Muscularity Scale in sexual minority men and women. Psychol Sex Orientat Gend Divers. 2022;9(2):236.PubMed Klimek P, et al. Confirmatory factor and measurement invariance analyses of the drive for Muscularity Scale in sexual minority men and women. Psychol Sex Orientat Gend Divers. 2022;9(2):236.PubMed
38.
Zurück zum Zitat Ricketts C, et al. Psychometric evaluation of the drive for Muscularity Scale among weightlifters in Jamaica. Eat Weight Disorders-Studies Anorexia Bulimia Obes. 2021;26:983–91. Ricketts C, et al. Psychometric evaluation of the drive for Muscularity Scale among weightlifters in Jamaica. Eat Weight Disorders-Studies Anorexia Bulimia Obes. 2021;26:983–91.
39.
Zurück zum Zitat Kling J, et al. Systematic review of body image measures. Body Image. 2019;30:170–211.PubMed Kling J, et al. Systematic review of body image measures. Body Image. 2019;30:170–211.PubMed
40.
Zurück zum Zitat Cafri G, Thompson JK. Evaluating the convergence of muscle appearance attitude measures. Assessment. 2004;11(3):224–9.PubMed Cafri G, Thompson JK. Evaluating the convergence of muscle appearance attitude measures. Assessment. 2004;11(3):224–9.PubMed
41.
Zurück zum Zitat Wojtowicz AE, von Ranson KM. Psychometric evaluation of two scales examining muscularity concerns in men and women. Psychol Men Masculinity. 2006;7(1):56. Wojtowicz AE, von Ranson KM. Psychometric evaluation of two scales examining muscularity concerns in men and women. Psychol Men Masculinity. 2006;7(1):56.
42.
Zurück zum Zitat Tylka TL, Wood-Barcalow NL. The body appreciation Scale-2: item refinement and psychometric evaluation. Body Image. 2015;12:53–67.PubMed Tylka TL, Wood-Barcalow NL. The body appreciation Scale-2: item refinement and psychometric evaluation. Body Image. 2015;12:53–67.PubMed
43.
Zurück zum Zitat Chaba L, et al. Adaptation and validation of a short french version of the drive for Muscularity Scale in male athletes (DMS-FR). PLoS ONE. 2018;13(5):e0196608.PubMedPubMedCentral Chaba L, et al. Adaptation and validation of a short french version of the drive for Muscularity Scale in male athletes (DMS-FR). PLoS ONE. 2018;13(5):e0196608.PubMedPubMedCentral
44.
Zurück zum Zitat Podar I, Allik J. A cross-cultural comparison of the eating disorder inventory. Int J Eat Disord. 2009;42(4):346–55.PubMed Podar I, Allik J. A cross-cultural comparison of the eating disorder inventory. Int J Eat Disord. 2009;42(4):346–55.PubMed
45.
Zurück zum Zitat Fekih-Romdhane F et al. The prevalence of feeding and eating disorders symptomology in medical students: an updated systematic review, meta-analysis, and meta-regression. Eat Weight Disord, 2022:1–20. Fekih-Romdhane F et al. The prevalence of feeding and eating disorders symptomology in medical students: an updated systematic review, meta-analysis, and meta-regression. Eat Weight Disord, 2022:1–20.
46.
Zurück zum Zitat Abou-Saleh MT, Younis Y, Karim L. Anorexia nervosa in an arab culture. Int J Eat Disord. 1998;23(2):207–12.PubMed Abou-Saleh MT, Younis Y, Karim L. Anorexia nervosa in an arab culture. Int J Eat Disord. 1998;23(2):207–12.PubMed
47.
Zurück zum Zitat Pike KM, Hoek HW, Dunne PE. Cultural trends and eating disorders. Curr Opin Psychiatry. 2014;27(6):436–42.PubMed Pike KM, Hoek HW, Dunne PE. Cultural trends and eating disorders. Curr Opin Psychiatry. 2014;27(6):436–42.PubMed
48.
Zurück zum Zitat Murray SB, Griffiths S, Mond JM. Evolving eating disorder psychopathology: conceptualising muscularity-oriented disordered eating. Br J Psychiatry. 2016;208(5):414–5.PubMed Murray SB, Griffiths S, Mond JM. Evolving eating disorder psychopathology: conceptualising muscularity-oriented disordered eating. Br J Psychiatry. 2016;208(5):414–5.PubMed
49.
Zurück zum Zitat Garner DM, et al. The eating attitudes test: psychometric features and clinical correlates. Psychol Med. 1982;12(4):871–8.PubMed Garner DM, et al. The eating attitudes test: psychometric features and clinical correlates. Psychol Med. 1982;12(4):871–8.PubMed
50.
Zurück zum Zitat Haddad C, et al. Validation of the arabic version of the eating attitude test in Lebanon: a population study. Public Health Nutr. 2021;24(13):4132–43.PubMed Haddad C, et al. Validation of the arabic version of the eating attitude test in Lebanon: a population study. Public Health Nutr. 2021;24(13):4132–43.PubMed
51.
Zurück zum Zitat Aardoom JJ, et al. Norms and discriminative validity of the eating disorder examination Questionnaire (EDE-Q). Eat Behav. 2012;13(4):305–9.PubMed Aardoom JJ, et al. Norms and discriminative validity of the eating disorder examination Questionnaire (EDE-Q). Eat Behav. 2012;13(4):305–9.PubMed
52.
Zurück zum Zitat Melisse B, van Furth EF, de Beurs E. Eating disorder examination questionnaire (EDE-Q): validity and norms for saudi nationals. Eat Weight Disord. 2022;27(1):139–50.PubMed Melisse B, van Furth EF, de Beurs E. Eating disorder examination questionnaire (EDE-Q): validity and norms for saudi nationals. Eat Weight Disord. 2022;27(1):139–50.PubMed
53.
Zurück zum Zitat Fekih-Romdhane F, et al. Psychometric properties of an arabic translation of the Inflexible Eating Questionnaire (IEQ) in a non-clinical sample of adults. J Eat Disorders. 2023;11(1):115. Fekih-Romdhane F, et al. Psychometric properties of an arabic translation of the Inflexible Eating Questionnaire (IEQ) in a non-clinical sample of adults. J Eat Disorders. 2023;11(1):115.
54.
Zurück zum Zitat Fekih-Romdhane F, et al. Psychometric properties of an arabic translation of the nine item Avoidant/Restrictive food intake disorder screen (NIAS) in a community sample of adults. J Eat Disorders. 2023;11(1):143. Fekih-Romdhane F, et al. Psychometric properties of an arabic translation of the nine item Avoidant/Restrictive food intake disorder screen (NIAS) in a community sample of adults. J Eat Disorders. 2023;11(1):143.
55.
Zurück zum Zitat Fekih-Romdhane F, et al. Psychometric properties of the arabic version of the intuitive eating Scale-2 (IES-2) in a sample of community adults. J Eat Disord. 2023;11(1):53.PubMedPubMedCentral Fekih-Romdhane F, et al. Psychometric properties of the arabic version of the intuitive eating Scale-2 (IES-2) in a sample of community adults. J Eat Disord. 2023;11(1):53.PubMedPubMedCentral
56.
Zurück zum Zitat Garner DM, Olmstead MP, Polivy J. Development and validation of a multidimensional eating disorder inventory for anorexia nervosa and bulimia. Int J Eat Disord. 1983;2(2):15–34. Garner DM, Olmstead MP, Polivy J. Development and validation of a multidimensional eating disorder inventory for anorexia nervosa and bulimia. Int J Eat Disord. 1983;2(2):15–34.
57.
Zurück zum Zitat al-Subaie AS, et al. Validity of the arabic version of the eating disorders inventory (EDI). Br J Psychiatry. 1996;168(5):636–40.PubMed al-Subaie AS, et al. Validity of the arabic version of the eating disorders inventory (EDI). Br J Psychiatry. 1996;168(5):636–40.PubMed
58.
Zurück zum Zitat Fekih-Romdhane F, et al. Validation of the arabic version of the muscle dysmorphic disorder inventory (Ar-MDDI) among lebanese male university students. J Eat Disorders. 2023;11(1):1–10. Fekih-Romdhane F, et al. Validation of the arabic version of the muscle dysmorphic disorder inventory (Ar-MDDI) among lebanese male university students. J Eat Disorders. 2023;11(1):1–10.
59.
Zurück zum Zitat Fatima W, Fatima R, Anwar NS. Disordered eating attitude and body dissatisfaction among adolescents of arab countries: a review. Asian J Biol Sci. 2019;12:373–9. Fatima W, Fatima R, Anwar NS. Disordered eating attitude and body dissatisfaction among adolescents of arab countries: a review. Asian J Biol Sci. 2019;12:373–9.
60.
Zurück zum Zitat Melisse B, de Beurs E, van Furth EF. Eating disorders in the arab world: a literature review. J Eat Disorders. 2020;8(1):1–19. Melisse B, de Beurs E, van Furth EF. Eating disorders in the arab world: a literature review. J Eat Disorders. 2020;8(1):1–19.
61.
Zurück zum Zitat He J, et al. The Muscularity Bias internalization scale: development and initial validation in chinese adult men. Body Image. 2022;43:326–36.PubMed He J, et al. The Muscularity Bias internalization scale: development and initial validation in chinese adult men. Body Image. 2022;43:326–36.PubMed
62.
Zurück zum Zitat Fekih-Romdhane F, et al. Psychometric properties of the arabic versions of the three-item short form of the modified Weight Bias internalization scale (WBIS-3) and the Muscularity Bias internalization scale (MBIS). J Eat Disord. 2023;11(1):82.PubMedPubMedCentral Fekih-Romdhane F, et al. Psychometric properties of the arabic versions of the three-item short form of the modified Weight Bias internalization scale (WBIS-3) and the Muscularity Bias internalization scale (MBIS). J Eat Disord. 2023;11(1):82.PubMedPubMedCentral
64.
Zurück zum Zitat Swami V, et al. Body appreciation around the world: measurement invariance of the body appreciation Scale-2 (BAS-2) across 65 nations, 40 languages, gender identities, and age. Body Image. 2023;46:449–66.PubMed Swami V, et al. Body appreciation around the world: measurement invariance of the body appreciation Scale-2 (BAS-2) across 65 nations, 40 languages, gender identities, and age. Body Image. 2023;46:449–66.PubMed
65.
Zurück zum Zitat Fekih-Romdhane F, et al. Validation of a shortened version of the eating attitude test (EAT-7) in the arabic language. J Eat Disord. 2022;10(1):127.PubMedPubMedCentral Fekih-Romdhane F, et al. Validation of a shortened version of the eating attitude test (EAT-7) in the arabic language. J Eat Disord. 2022;10(1):127.PubMedPubMedCentral
66.
Zurück zum Zitat Fekih-Romdhane F, et al. Validation of the arabic version of the muscle dysmorphic disorder inventory (Ar-MDDI) among lebanese male university students. J Eat Disord. 2023;11(1):11.PubMedPubMedCentral Fekih-Romdhane F, et al. Validation of the arabic version of the muscle dysmorphic disorder inventory (Ar-MDDI) among lebanese male university students. J Eat Disord. 2023;11(1):11.PubMedPubMedCentral
67.
Zurück zum Zitat Hildebrandt T, Langenbucher J, Schlundt DG. Muscularity concerns among men: development of attitudinal and perceptual measures. Body Image. 2004;1(2):169–81.PubMed Hildebrandt T, Langenbucher J, Schlundt DG. Muscularity concerns among men: development of attitudinal and perceptual measures. Body Image. 2004;1(2):169–81.PubMed
68.
Zurück zum Zitat Melki IS, et al. Household crowding index: a correlate of socioeconomic status and inter-pregnancy spacing in an urban setting. J Epidemiol Community Health. 2004;58(6):476–80.PubMedPubMedCentral Melki IS, et al. Household crowding index: a correlate of socioeconomic status and inter-pregnancy spacing in an urban setting. J Epidemiol Community Health. 2004;58(6):476–80.PubMedPubMedCentral
69.
Zurück zum Zitat Weary-Smith KA. Validation of the physical activity index (PAI) as a measure of total activity load and total kilocalorie expenditure during submaximal treadmill walking. University of Pittsburgh; 2007. Weary-Smith KA. Validation of the physical activity index (PAI) as a measure of total activity load and total kilocalorie expenditure during submaximal treadmill walking. University of Pittsburgh; 2007.
70.
Zurück zum Zitat Van Widenfelt BM et al. Translation and cross-cultural adaptation of assessment instruments used in psychological research with children and families. Clin Child Family Psychol Rev, 2005. 8(2). Van Widenfelt BM et al. Translation and cross-cultural adaptation of assessment instruments used in psychological research with children and families. Clin Child Family Psychol Rev, 2005. 8(2).
71.
Zurück zum Zitat Fenn J, Tan C-S, George S. Development, validation and translation of psychological tests. BJPsych Adv. 2020;26(5):306–15. Fenn J, Tan C-S, George S. Development, validation and translation of psychological tests. BJPsych Adv. 2020;26(5):306–15.
72.
Zurück zum Zitat Ambuehl B, Inauen J. Contextualized measurement scale adaptation: a 4-Step tutorial for health psychology research. Int J Environ Res Public Health. 2022;19(19):12775.PubMedPubMedCentral Ambuehl B, Inauen J. Contextualized measurement scale adaptation: a 4-Step tutorial for health psychology research. Int J Environ Res Public Health. 2022;19(19):12775.PubMedPubMedCentral
73.
Zurück zum Zitat Swami V, Barron D. Translation and validation of body image instruments: Challenges, good practice guidelines, and reporting recommendations for test adaptation. Body Image. 2019;31:204–20.PubMed Swami V, Barron D. Translation and validation of body image instruments: Challenges, good practice guidelines, and reporting recommendations for test adaptation. Body Image. 2019;31:204–20.PubMed
74.
Zurück zum Zitat Comrey AL, Lee HB. A first course in factor analysis. Psychology press; 2013. Comrey AL, Lee HB. A first course in factor analysis. Psychology press; 2013.
75.
Zurück zum Zitat Lorenzo-Seva U, Ten J, Berge. Tucker’s congruence coefficient as a meaningful index of factor similarity. Methodology. Eur J Res Methods Behav Social Sci. 2006;2(2):57. Lorenzo-Seva U, Ten J, Berge. Tucker’s congruence coefficient as a meaningful index of factor similarity. Methodology. Eur J Res Methods Behav Social Sci. 2006;2(2):57.
76.
Zurück zum Zitat Lorenzo-Seva U, Ferrando P. Evaluating structural equation models with unobservable variables and measurement error. Behav Res Methods Instrum Comput. 2006;38(1):88–91. Lorenzo-Seva U, Ferrando P. Evaluating structural equation models with unobservable variables and measurement error. Behav Res Methods Instrum Comput. 2006;38(1):88–91.
77.
Zurück zum Zitat Worthington RL, Whittaker TA. Scale development research: a content analysis and recommendations for best practices. Couns Psychol. 2006;34(6):806–38. Worthington RL, Whittaker TA. Scale development research: a content analysis and recommendations for best practices. Couns Psychol. 2006;34(6):806–38.
78.
Zurück zum Zitat Clark L, Watson D. Construct validity: basic issues in objective scale development. Psychol Meas. 1995;28:61–75. Clark L, Watson D. Construct validity: basic issues in objective scale development. Psychol Meas. 1995;28:61–75.
79.
Zurück zum Zitat Hair JF. Multivariate data analysis 2009. Hair JF. Multivariate data analysis 2009.
80.
Zurück zum Zitat Kaiser HF, Rice J. Little jiffy, mark IV. Educ Psychol Meas. 1974;34(1):111–7. Kaiser HF, Rice J. Little jiffy, mark IV. Educ Psychol Meas. 1974;34(1):111–7.
81.
Zurück zum Zitat Mulaik SA. Foundations of factor analysis. CRC press; 2009. Mulaik SA. Foundations of factor analysis. CRC press; 2009.
82.
Zurück zum Zitat Ferrando PJ, et al. Decalogue for the factor analysis of test items. Psicothema. 2022;34(1):7.PubMed Ferrando PJ, et al. Decalogue for the factor analysis of test items. Psicothema. 2022;34(1):7.PubMed
83.
Zurück zum Zitat Timmerman ME, Lorenzo-Seva U. Dimensionality assessment of ordered polytomous items with parallel analysis. Psychol Methods. 2011;16(2):209.PubMed Timmerman ME, Lorenzo-Seva U. Dimensionality assessment of ordered polytomous items with parallel analysis. Psychol Methods. 2011;16(2):209.PubMed
84.
Zurück zum Zitat Yu C, Muthen B. Evaluation of model fit indices for latent variable models with categorical and continuous outcomes. in Paper presented at the annual conference of the American Educational Research Association, April 4, 2002, New Orleans. 2002. Yu C, Muthen B. Evaluation of model fit indices for latent variable models with categorical and continuous outcomes. in Paper presented at the annual conference of the American Educational Research Association, April 4, 2002, New Orleans. 2002.
85.
Zurück zum Zitat Mundfrom DJ, Shaw DG, Ke TL. Minimum sample size recommendations for conducting factor analyses. Int J Test. 2005;5(2):159–68. Mundfrom DJ, Shaw DG, Ke TL. Minimum sample size recommendations for conducting factor analyses. Int J Test. 2005;5(2):159–68.
86.
Zurück zum Zitat Hu L-t, Bentler PM. Fit indices in covariance structure modeling: sensitivity to underparameterized model misspecification. Psychol Methods. 1998;3(4):424. Hu L-t, Bentler PM. Fit indices in covariance structure modeling: sensitivity to underparameterized model misspecification. Psychol Methods. 1998;3(4):424.
87.
Zurück zum Zitat Chen FF. Sensitivity of goodness of fit indexes to lack of measurement invariance. Struct Equation Modeling: Multidisciplinary J. 2007;14(3):464–504. Chen FF. Sensitivity of goodness of fit indexes to lack of measurement invariance. Struct Equation Modeling: Multidisciplinary J. 2007;14(3):464–504.
88.
Zurück zum Zitat Vadenberg R, Lance C. A review and synthesis of the measurement in variance literature: suggestions, practices, and recommendations for organizational research. Organ Res Methods. 2000;3:4–70. Vadenberg R, Lance C. A review and synthesis of the measurement in variance literature: suggestions, practices, and recommendations for organizational research. Organ Res Methods. 2000;3:4–70.
89.
Zurück zum Zitat Cheung GW, Rensvold RB. Evaluating goodness-of-fit indexes for testing measurement invariance. Struct Equ Model. 2002;9(2):233–55. Cheung GW, Rensvold RB. Evaluating goodness-of-fit indexes for testing measurement invariance. Struct Equ Model. 2002;9(2):233–55.
90.
Zurück zum Zitat Dunn TJ, Baguley T, Brunsden V. From alpha to omega: a practical solution to the pervasive problem of internal consistency estimation. Br J Psychol. 2014;105(3):399–412.PubMed Dunn TJ, Baguley T, Brunsden V. From alpha to omega: a practical solution to the pervasive problem of internal consistency estimation. Br J Psychol. 2014;105(3):399–412.PubMed
91.
Zurück zum Zitat Hair JF Jr, et al. Advanced issues in partial least squares structural equation modeling. saGe publications; 2017. Hair JF Jr, et al. Advanced issues in partial least squares structural equation modeling. saGe publications; 2017.
92.
Zurück zum Zitat Cohen J. Quantitative methods in psychology: a power primer. In psychological bulletin. Citeseer; 1992. Cohen J. Quantitative methods in psychology: a power primer. In psychological bulletin. Citeseer; 1992.
93.
Zurück zum Zitat Gattario KH, et al. How is men’s conformity to masculine norms related to their body image? Masculinity and muscularity across western countries. Psychol Men Masculinity. 2015;16(3):337. Gattario KH, et al. How is men’s conformity to masculine norms related to their body image? Masculinity and muscularity across western countries. Psychol Men Masculinity. 2015;16(3):337.
94.
Zurück zum Zitat Guðnadóttir U, Garðarsdóttir RB. The influence of materialism and ideal body internalization on body-dissatisfaction and body‐shaping behaviors of young men and women: support for the Consumer Culture Impact Model. Scand J Psychol. 2014;55(2):151–9.PubMed Guðnadóttir U, Garðarsdóttir RB. The influence of materialism and ideal body internalization on body-dissatisfaction and body‐shaping behaviors of young men and women: support for the Consumer Culture Impact Model. Scand J Psychol. 2014;55(2):151–9.PubMed
95.
Zurück zum Zitat Rodgers RF, et al. Drive for muscularity and disordered eating among french adolescent boys: a sociocultural model. Body Image. 2012;9(3):318–23.PubMed Rodgers RF, et al. Drive for muscularity and disordered eating among french adolescent boys: a sociocultural model. Body Image. 2012;9(3):318–23.PubMed
96.
Zurück zum Zitat Bland JM, Altman DG. Cronbach’s Alpha BMJ. 1997;314(7080):572.PubMed Bland JM, Altman DG. Cronbach’s Alpha BMJ. 1997;314(7080):572.PubMed
97.
Zurück zum Zitat Nunnally JC. Psychometric theory 3E. Tata McGraw-hill education; 1994. Nunnally JC. Psychometric theory 3E. Tata McGraw-hill education; 1994.
98.
Zurück zum Zitat Readdy T, Cardinal BJ, Watkins PL. Muscle dysmorphia, gender role stress, and sociocultural influences: an exploratory study. Res Q Exerc Sport. 2011;82(2):310–9. Readdy T, Cardinal BJ, Watkins PL. Muscle dysmorphia, gender role stress, and sociocultural influences: an exploratory study. Res Q Exerc Sport. 2011;82(2):310–9.
99.
Zurück zum Zitat Hale BD, et al. Exercise dependence and muscle dysmorphia in novice and experienced female bodybuilders. J Behav Addictions. 2013;2(4):244–8. Hale BD, et al. Exercise dependence and muscle dysmorphia in novice and experienced female bodybuilders. J Behav Addictions. 2013;2(4):244–8.
100.
Zurück zum Zitat Tod D, Edwards C, Cranswick I. Muscle dysmorphia: current insights. Psychol Res Behav Manage. 2016;9:179. Tod D, Edwards C, Cranswick I. Muscle dysmorphia: current insights. Psychol Res Behav Manage. 2016;9:179.
101.
Zurück zum Zitat He J, et al. The muscularity-oriented eating test, drive for muscularity scale, and muscle dysmorphic disorder inventory among chinese men: confirmatory factor analyses. Int J Environ Res Public Health. 2021;18(21):11690.PubMedPubMedCentral He J, et al. The muscularity-oriented eating test, drive for muscularity scale, and muscle dysmorphic disorder inventory among chinese men: confirmatory factor analyses. Int J Environ Res Public Health. 2021;18(21):11690.PubMedPubMedCentral
Metadaten
Titel
Psychometric properties of an Arabic translation of the short 9-item drive for muscularity scale (DMS-9)
verfasst von
Feten Fekih-Romdhane
Diana Malaeb
Mariam Dabbous
Rabih Hallit
Sahar Obeid
Souheil Hallit
Publikationsdatum
01.12.2023
Verlag
BioMed Central
Erschienen in
BMC Psychiatry / Ausgabe 1/2023
Elektronische ISSN: 1471-244X
DOI
https://doi.org/10.1186/s12888-023-05179-9

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